public static NDArray <T> Delete <T>(this NDArray <T> np, IEnumerable <T> delete)
{
var np1 = np.Array(np.Data.Where(x => !delete.Contains(x)));
np1.Shape[0] = np.Data.Length;
return(np1);
}
public void Array1Dim()
{
var np = new NDArray <int>();
var list = new List <int> {
1, 2, 3
};
np = np.Array(list);
Assert.IsTrue(np.ToString().Equals("array([1, 2, 3])"));
}
public NDArray <int> Predict(NDArray <NDArray <double> > X)
{
var y_predict = new NDArray <int>().Zeros(X.Length);
var np = new NDArray <double>();
for (int i = 0; i < X.Length; i++)
{
var x = X[i];
ForwardPropagation(x);
var output = Layers[Layers.Count - 1].Neurons.Select(neuron => neuron.Output).ToList();
y_predict[i] = np.Array(output).ArgMax();
}
return(y_predict);
}
public void Array2Dim()
{
var np = new NDArray <List <int> >();
var list = new List <List <int> >
{
new List <int> {
1, 2
},
new List <int> {
3, 4
}
};
np = np.Array(list);
Assert.IsTrue(np.ToString().Equals("array([[1, 2], [3, 4]])"));
}
public static NDArray <TData> Delete <TData>(this NDArray <TData> np, IEnumerable <TData> delete)
{
return(np.Array(np.Data.Where(x => !delete.Contains(x))));
}